Implement Adaptive Reasoning for Policy Urgency
implementationChallengeNovember 6, 2025
Prompt Content
Describe and implement a mechanism where agents can dynamically adjust their 'thinking budget' or depth of analysis based on an assessment of the policy's urgency, complexity, and potential impact. For instance, a highly impactful, newly drafted policy might trigger a 'deep-dive' extended thinking mode for Claude Opus, while a minor amendment might receive a quicker, summarized review.
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